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Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

by Muckley, Matthew J., Riemenschneider, Bruno, Radmanesh, Alireza, Kim, Sunwoo, Jeong, Geunu, Ko, Jingyu, Jun, Yohan, Shin, Hyungseob, Hwang, Dosik, Mostapha, Mahmoud, Arberet, Simon, Nickel, Dominik, Ramzi, Zaccharie, Ciuciu, Philippe, Starck, Jean-Luc, Teuwen, Jonas, Karkalousos, Dimitrios, Zhang, Chaoping, Sriram, Anuroop, Huang, Zhengnan, Yakubova, Nafissa, Lui, Yvonne W., Knoll, Florian
Published in IEEE transactions on medical imaging (01.09.2021)

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Journal Article

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NC-PDNet: A Density-Compensated Unrolled Network for 2D and 3D Non-Cartesian MRI Reconstruction

by Ramzi, Zaccharie, G R, Chaithya, Starck, Jean-Luc, Ciuciu, Philippe
Published in IEEE transactions on medical imaging (01.07.2022)

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Journal Article

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Wavelets in the Deep Learning Era

by Ramzi, Zaccharie, Michalewicz, Kevin, Starck, Jean-Luc, Moreau, Thomas, Ciuciu, Philippe
Published in Journal of mathematical imaging and vision (01.01.2023)

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Journal Article

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Benchmarking MRI Reconstruction Neural Networks on Large Public Datasets

by Ramzi, Zaccharie, Ciuciu, Philippe, Starck, Jean-Luc
Published in Applied sciences (01.03.2020)

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Journal Article

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Density Compensated Unrolled Networks For Non-Cartesian MRI Reconstruction

by Ramzi, Zaccharie, Starck, Jean-Luc, Ciuciu, Philippe
Published in Proceedings (International Symposium on Biomedical Imaging) (13.04.2021)

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Conference Proceeding

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Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

by Muckley, Matthew J, Riemenschneider, Bruno, Radmanesh, Alireza, Sunwoo, Kim, Jeong, Geunu, Ko, Jingyu, Jun, Yohan, Shin, Hyungseob, Hwang, Dosik, Mostapha, Mahmoud, Arberet, Simon, Nickel, Dominik, Zaccharie Ramzi, Ciuciu, Philippe, Starck, Jean-Luc, Teuwen, Jonas, Karkalousos, Dimitrios, Zhang, Chaoping, Anuroop Sriram, Huang, Zhengnan, Yakubova, Nafissa, Lui, Yvonne, Knoll, Florian
Published in arXiv.org (03.05.2021)

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Paper Journal Article

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Hybrid Learning of Non-Cartesian K-Space Trajectory and Mr Image Reconstruction Networks

by G R, Chaithya, Ramzi, Zaccharie, Ciuciu, Philippe
Published in Proceedings (International Symposium on Biomedical Imaging) (28.03.2022)

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Conference Proceeding

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Benchmarking Deep Nets MRI Reconstruction Models on the Fastmri Publicly Available Dataset

by Ramzi, Zaccharie, Ciuciu, Philippe, Starck, Jean-Luc
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2020)

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Conference Proceeding

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MC-PDNet: Deep Unrolled Neural Network For Multi-Contrast Mr Image Reconstruction From Undersampled K-Space Data

by Pooja, Kumari, Ramzi, Zaccharie, Chaithya, G.R., Ciuciu, Philippe
Published in Proceedings (International Symposium on Biomedical Imaging) (28.03.2022)

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Conference Proceeding

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Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction

by Chaithya, G R, Ramzi, Zaccharie, Ciuciu, Philippe
Published in 2021 29th European Signal Processing Conference (EUSIPCO) (23.08.2021)

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Conference Proceeding

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Hybrid learning of Non-Cartesian k-space trajectory and MR image reconstruction networks

by R, Chaithya G, Ramzi, Zaccharie, Ciuciu, Philippe
Year of Publication 25.10.2021

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Journal Article

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Test like you Train in Implicit Deep Learning

by Ramzi, Zaccharie, Ablin, Pierre, Peyré, Gabriel, Moreau, Thomas
Year of Publication 24.05.2023

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Journal Article

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Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction

by R, Chaithya G, Ramzi, Zaccharie, Ciuciu, Philippe
Year of Publication 05.03.2021

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Journal Article

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Density Compensated Unrolled Networks for Non-Cartesian MRI Reconstruction

by Ramzi, Zaccharie, Starck, Jean-Luc, Ciuciu, Philippe
Year of Publication 05.01.2021

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Journal Article

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XPDNet for MRI Reconstruction: an application to the 2020 fastMRI challenge

by Ramzi, Zaccharie, Ciuciu, Philippe, Starck, Jean-Luc
Year of Publication 15.10.2020

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Journal Article

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Is good old GRAPPA dead?

by Ramzi, Zaccharie, Vignaud, Alexandre, Starck, Jean-Luc, Ciuciu, Philippe
Year of Publication 01.06.2021

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Journal Article

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Wavelets in the Deep Learning Era

by Ramzi, Zaccharie, Starck, Jean-Luc, Moreau, Thomas, Ciuciu, Philippe
Published in 2020 28th European Signal Processing Conference (EUSIPCO) (24.01.2021)

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Conference Proceeding

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SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models

by Ramzi, Zaccharie, Mannel, Florian, Bai, Shaojie, Starck, Jean-Luc, Ciuciu, Philippe, Moreau, Thomas
Year of Publication 01.06.2021

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Journal Article

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Hybrid learning of Non-Cartesian k-space trajectory and MR image reconstruction networks

by Chaithya, G R, Zaccharie Ramzi, Ciuciu, Philippe
Published in arXiv.org (25.10.2021)

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Paper

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Test like you Train in Implicit Deep Learning

by Zaccharie Ramzi, Ablin, Pierre, Peyré, Gabriel, Moreau, Thomas
Published in arXiv.org (24.05.2023)

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Paper